Data envelopment analysis based decision model for optimal operator allocation in CMS

Ertay T., Ruan D.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, cilt.164, sa.3, ss.800-810, 2005 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 164 Sayı: 3
  • Basım Tarihi: 2005
  • Doi Numarası: 10.1016/j.ejor.2004.01.038
  • Dergi Adı: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.800-810
  • İstanbul Teknik Üniversitesi Adresli: Hayır

Özet

This paper presents a decision making approach based on data envelopment analysis (DEA) for determining the most efficient number of operators and the efficient measurement of labor assignment in cellular manufacturing system (CMS). The DEA approach is performed by employing the average lead time, the average operator utilization as the output variables and using the number of operators, transfer batch size, demand level as the input variables. Both inputs and outputs are procured by means of simulation of CMS. The objective is to determine the labor assignment in CMS environment. (C) 2004 Elsevier B.V. All rights reserved.